Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004118

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002502

distance 0.264 · cross-district

#2 · Kolhapurcell 4800005128

distance 0.28

#3 · Sataracell 4940000194

distance 0.292 · cross-district

#4 · Solapurcell 4960000410

distance 0.292 · cross-district

#5 · Washimcell 4990004271

distance 0.297 · cross-district

#6 · Punecell 4900000901

distance 0.301 · cross-district

#7 · Nashikcell 4870005430

distance 0.304 · cross-district

#8 · Ahmednagarcell 4660006763

distance 0.305 · cross-district

#9 · Punecell 4900001446

distance 0.306 · cross-district

#10 · Punecell 4900001306

distance 0.309 · cross-district

#11 · Sataracell 4940005705

distance 0.311 · cross-district

#12 · Punecell 4900000488

distance 0.313 · cross-district

#13 · Sanglicell 4930003924

distance 0.313 · cross-district

#14 · Sanglicell 4930000212

distance 0.313 · cross-district

#15 · Kolhapurcell 4800003882

distance 0.314

#16 · Ahmednagarcell 4660003774

distance 0.316 · cross-district

#17 · Sataracell 4940007391

distance 0.317 · cross-district

#18 · Akolacell 4670003365

distance 0.318 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800004118}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.